The fluorescent lights of the terminal buzzed, a constant, irritating reminder of his predicament. The school play. Sarah was the star. He had been so proud. Now, he was trapped, unable to witness her shining moment, to offer his applause. A wave of dizziness washed over him. He wanted to scream, to lash out, but instead, he simply slumped further into the uncomfortable chair, his shoulders slumping, his gaze fixed on the endless stream of people moving past. He felt a profound sense of inadequacy, a deep and bitter disappointment in himself.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242